End-to-end serverless ML app on AWS — SageMaker Serverless + Lambda + Terraform. Fast image classification with a lightweight UI and production-grade architecture.

Build systems based on containisation and cloud infrastructure.

Minimal AWS MLOps starter: Terraform + Helm + CI to EKS (ECR, logging hooks, rollback). For teams moving models to prod safely.

Terraform module to create and manage a SageMaker studio

DAIVI is a reference solution with IAC modules to accelerate development of Data, Analytics, AI and Visualization applications on AWS using the next generation Amazon SageMaker Unified Studio. The goal of the DAIVI solution is to provide engineers with sample infrastructure-as-code modules and application modules to build their data platforms.

Another Aws MlOps pipeline with Glue and Sagemaker, automated with Terraform and CICD

Este proyecto, Industr_IA, es una plataforma integral de mantenimiento predictivo diseñada para anticipar fallos en máquinas industriale

End-to-end MLOps: SageMaker training, Model Registry, CI/CD, Guardrails, API Gateway.

Tutorials and source code to train YOLOv11 on AWS SageMaker with Terraform for infrastructure setup

The project involves developing an AI-powered system to extract and analyze data from handwritten logbooks and service records using AWS native services. The goal is to create a scalable, secure, and efficient solution with a robust project structure, modern tech stack, and DevSecOps best practices.

A Terraform module to deploy a Hugging Face PyTorch model on a serverless AWS endpoint.

A YouTube comment analysis service built on AWS.

Discover a next-gen video search solution that uses AWS SageMaker, S3, OpenSearch, ECS Fargate, and Lambda. It extracts deep semantic features from videos for precise and scalable search beyond traditional keywords.

Setting up an MLOps pipeline using AWS services

Global Aurora PostgreSQL Serverless V2 Database with Disaster Recovery and In-Database Machine Learning Capabilities

Enable access to AWS SageMaker GroundTruth Labeling portal through Auth0 SSO

This repository is on Terraform projects that I would like to practice and customize the solution to present the whole architecture pipeline clearly.

IAM Role for use as a SageMaker service role